The Journal of Economic Perspectives · 1995 · 949 citations · 18 references
Social SciencesEconomicsPublic PolicyBehavioral EconomicsExperimental DesignExperimental EconomicsEvaluation DesignExperimental EvaluationSocial EvaluationImpactsInstrumental Variables EstimationPublic-goods ExperimentsRandomized ExperimentsTreatment Effects Estimation
This paper analyzes the method of social experiments. The assumptions that justify the experimental method are exposited. Parameters of interest in evaluating social programs are discussed. The authors show how experiments sometimes serve as instrumental variables to identify program impacts. The most favorable case for experiments ignores variability across persons in response to treatments received and assumes that mean impacts of a program are the main object of interest in conducting an evaluation. Experiments do not identify the distribution of program gains unless additional assumptions are maintained. Evidence on the validity of the assumptions used to justify social experiments is presented.
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AEA Papers and Proceedings · 2019 · 11K citations
Michael Keen, Alan J. Auerbach, Laurence J. Kotlikoff · Economica · 1989 · 1.8K citations
James Heckman · American Economic Review · 1990 · 1.2K citations